Temporal overview
p_year %>%
inner_join(poems,by=c("p_id")) %>%
count(collection,year) %>%
mutate(measure="yearly count") %>%
union_all(
p_year %>% # 10 year rolling mean
distinct(year) %>%
left_join(p_year %>% distinct(year),sql_on="RHS.year BETWEEN LHS.year-5 AND LHS.year+5") %>%
inner_join(p_year,by=c("year.y"="year")) %>%
inner_join(poems,by=c("p_id")) %>%
group_by(collection=collection,year=year.x) %>%
summarize(n=n()/10,.groups="drop") %>%
mutate(measure="10 year rolling mean")
) %>%
filter(year>0,year<9999,collection!="literary") %>%
ggplot(aes(x=year,y=n,color=measure)) +
geom_point(data=~.x %>% filter(measure=="yearly count")) +
geom_line(data=~.x %>% filter(measure=="10 year rolling mean")) +
theme_hsci_discrete(base_family="Arial") +
theme(legend.justification=c(0,1), legend.position=c(0.02, 0.98), legend.background = element_blank(), legend.key=element_blank()) +
labs(color=NULL) +
scale_y_continuous(breaks=seq(0,20000,by=2000)) +
ylab("Poems") +
scale_x_continuous(breaks=seq(1000,2000,by=50)) +
xlab("Year") +
facet_wrap(~collection, ncol=1) +
ggtitle("Number of poems by year and collection")
p_year %>%
filter(year %in% c(0,9999)) %>%
left_join(poems) %>%
count(collection,year) %>%
ungroup() %>%
gt() %>%
tab_header(title="Abnormal years") %>%
fmt_integer(n)
| collection |
year |
n |
| skvr |
9999 |
469 |
| erab |
0 |
5,443 |
Overview of collectors
poems %>%
distinct(collection) %>%
pull() %>%
map(~p_col %>%
inner_join(poems %>% filter(collection==.x),by=c("p_id")) %>%
count(col_id) %>%
left_join(collectors,by=c("col_id")) %>%
select(col_id,name,n) %>%
collect() %>%
mutate(col_id=fct_reorder(as_factor(col_id),n)) %>%
mutate(col_id=fct_lump_n(col_id,n=100,w=n)) %>%
mutate(col_id=fct_relevel(col_id,"Other")) %>%
group_by(col_id,name) %>%
tally(wt=n) %>% {
ggplot(.,aes(x=col_id,y=n)) +
geom_col() +
scale_x_discrete(labels=.$name) +
geom_text(aes(label=n),hjust='left',nudge_y = 100) +
theme_hsci_discrete(base_family="Arial") +
coord_flip() +
labs(title=str_c("Collectors in ",.x))
}
)
## Warning: 1 unknown level in `f`: Other
## [[1]]
##
## [[2]]
##
## [[3]]
##
## [[4]]
p_col %>%
anti_join(collectors) %>%
count(col_id) %>%
gt() %>%
tab_header(title="Collectors without a name") %>%
fmt_integer(n)
Geographical overview
d <- p_loc %>%
count(loc_id) %>%
inner_join(locations) %>%
select(name,n) %>%
collect()
poems_without_location <- poems %>%
anti_join(p_loc) %>%
count() %>%
pull()
unprojected_locations <- d %>%
anti_join(polygons) %>%
add_row(name=NA,n=poems_without_location)
polygons %>%
left_join(d) %>%
tm_shape() +
tm_polygons(col='n', id='name', style='fisher', palette='plasma') +
tm_layout(title=str_c("Geographical overview. Missing ",unprojected_locations %>% tally(wt=n) %>% pull() %>% p," poems."))
unprojected_locations %>%
arrange(desc(n)) %>%
gt() %>%
tab_header("Poem locations not mapped") %>%
fmt_integer(n)
| name |
n |
| Narvusi |
4,982 |
| NA |
4,326 |
| Uusikirkko Vpl |
1,934 |
| välismaa |
1,822 |
| Vuole |
1,679 |
| Pyhäjärvi Vpl |
1,000 |
| Tartu |
973 |
| Viena |
871 |
| Peräpohjola |
842 |
| Pohjois-Pohjanmaa |
809 |
| Itä- ja Pohjois-Inkeri |
799 |
| Etelä-Karjala |
770 |
| Tallinn |
685 |
| Viljandi l. |
602 |
| Pärnu l. |
598 |
| Hämeenlinna |
565 |
| Keski-Inkeri |
532 |
| Viljandimaa |
480 |
| Tulomajärvi |
468 |
| Uusikaupunki |
457 |
| Võrumaa |
452 |
| Kiimaisjärvi |
448 |
| Viron Inkeri |
433 |
| Länsi-Inkeri |
426 |
| Narva l. |
422 |
| Sortavala mlk |
419 |
| Etelä-Savo |
412 |
| Tveri |
404 |
| Länsipohja |
402 |
| Viipuri mlk |
400 |
| Keminmaa |
375 |
| Pieksämäki |
346 |
| Läänemaa |
329 |
| Pyhäjärvi Ol |
324 |
| Rakvere l. |
304 |
| Savonlinna |
254 |
| Pyhäjärvi Ul |
245 |
| Pohjois-Karjala |
240 |
| Säräisniemi |
233 |
| Salo |
209 |
| Pohjois-Savo |
208 |
| Saaremaa |
205 |
| Lahti |
189 |
| Etelä-Pohjanmaa |
181 |
| Uusikirkko Tl |
177 |
| Tornio |
172 |
| Mikkeli mlk |
161 |
| Valga |
150 |
| Koski Hl |
142 |
| Porvoo mlk |
134 |
| Kainuu |
119 |
| Heinola mlk |
117 |
| Kuusankoski |
115 |
| Mänttä |
113 |
| Laatokan Karjala (Raja-Karjala) |
107 |
| Salo |
107 |
| Riihimäki |
104 |
| Helsingin pit |
103 |
| Pärnumaa |
102 |
| Tuutari=Tuuteri |
100 |
| Kotka |
96 |
| Satakunta |
95 |
| Alajärvi |
91 |
| Ruija |
91 |
| Paide l. |
88 |
| Lapväärtti-Lappfjärd |
87 |
| Haapsalu |
86 |
| Kuopio mlk |
77 |
| Toijala |
70 |
| Jyväskylä mlk |
69 |
| Häme |
67 |
| Lappeenranta |
63 |
| Varkaus |
62 |
| Kajaani mlk |
60 |
| Võru l. |
60 |
| Valgamaa |
58 |
| Karjala Tl |
51 |
| Pohjois-Pirkkala |
47 |
| Kovero |
47 |
| Uusimaa |
46 |
| Sõrve |
40 |
| Järvamaa |
39 |
| Virumaa |
36 |
| Novgorodin alue |
34 |
| Tartumaa |
29 |
| Varsinais-Suomi |
26 |
| Hiiumaa |
23 |
| Vaasa |
22 |
| Revonlahti-Revolax |
22 |
| Storfjord |
20 |
| Parainen |
18 |
| Lappi Tl |
17 |
| Vaala |
17 |
| Harjumaa |
17 |
| Karkkila |
16 |
| Kouvola |
16 |
| Lieksa |
16 |
| Rovaniemi mlk |
16 |
| Prunkkala |
15 |
| Kimito |
15 |
| Kerava |
15 |
| Valkeakoski |
15 |
| Kuusisto |
13 |
| Uusikaupunki mlk |
13 |
| Iisalmi mlk |
13 |
| Kokkola-Gamlakarleby |
13 |
| Muoslompolo |
13 |
| Hongonjoki |
12 |
| Mustasaari-Korsholm |
12 |
| Kemiö |
11 |
| Pieksämäki mlk |
11 |
| Pielisensuu |
11 |
| Alakiiminki |
11 |
| Särkisalo |
10 |
| Hamina |
10 |
| Kristiinankaupunki-Kristinestad |
10 |
| Siipyy-Sideby |
10 |
| Nauvo |
9 |
| Taipale (Enontaipale) |
9 |
| Junosuando |
9 |
| Karesuando |
9 |
| Kenjärvi |
9 |
| Jämsänkoski |
8 |
| Kuhmoniemi |
8 |
| Kuolajärvi |
8 |
| Äänislinna |
8 |
| Sulva-Solf-Solv |
7 |
| Muurmanni |
7 |
| Siuntio |
6 |
| Suolahti |
6 |
| Taipale |
6 |
| Uzmana |
6 |
| Suma |
6 |
| Vammala |
5 |
| Rauma mlk |
5 |
| Kistrand |
5 |
| Moseija |
5 |
| Kirkkonummi |
4 |
| Imatra |
4 |
| Uusikaarlepyy-Nykarleby |
4 |
| Yliveteli |
4 |
| Lauritsala |
3 |
| Ruukki |
3 |
| Koutokeino |
3 |
| Riipuskala |
3 |
| Kuressaare l. |
3 |
| Järvenpää |
2 |
| Pietarsaari-Jakobstad |
2 |
| Jepua-Jeppo |
2 |
| Kouta |
2 |
| Tiudia |
2 |
| Jaama |
2 |
| Ikaalinen mlk |
1 |
| Anjalankoski |
1 |
| Myllykoski |
1 |
| Loviisa |
1 |
| Sipoo |
1 |
| Keski-Suomi |
1 |
| Nurmes mlk |
1 |
| Petolahti-Petalax |
1 |
| Raippaluoto-Replot |
1 |
| Oulu mlk |
1 |
| Nordkapp |
1 |
| Maasöy |
1 |
| Muodoslompolo |
1 |
| Pietari=Leningrad |
1 |
| Siestarjoki |
1 |
| Ahvenanmaa |
1 |
d <- p_loc %>%
left_join(poems) %>%
count(collection,loc_id) %>%
ungroup() %>%
inner_join(locations) %>%
select(collection,name,n) %>%
collect()
poems_without_location <- poems %>%
anti_join(p_loc) %>%
count(collection) %>%
collect() %>%
mutate(name=NA_character_)
unprojected_locations <- d %>%
anti_join(polygons) %>%
union_all(poems_without_location)
poems %>%
distinct(collection) %>%
pull() %>%
map(~
tm_shape(
polygons %>%
left_join(
p_loc %>%
inner_join(poems %>% filter(collection==.x),by=c("p_id")) %>%
count(loc_id) %>%
inner_join(locations) %>%
select(name,n) %>%
collect()
)
) +
tm_polygons(col='n', id='name', style='fisher', palette='plasma') +
tm_layout(title=str_c("Geography of ",.x,". Missing ",unprojected_locations %>% filter(collection==.x) %>% tally(wt=n) %>% pull() %>% p," poems."))
)
## [[1]]
##
## [[2]]
##
## [[3]]
##
## [[4]]
poems %>%
distinct(collection) %>%
pull() %>%
map(~
unprojected_locations %>%
filter(collection==.x) %>%
arrange(desc(n)) %>%
select(-collection) %>%
gt() %>%
tab_header(str_c("Poem locations not mapped in ",.x)) %>%
fmt_integer(n)
)
## [[1]]
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## <td colspan="2" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Poem locations not mapped in skvr</td>
## </tr>
##
## </thead>
## <thead class="gt_col_headings">
## <tr>
## <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col">name</th>
## <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col">n</th>
## </tr>
## </thead>
## <tbody class="gt_table_body">
## <tr><td class="gt_row gt_left">Narvusi</td>
## <td class="gt_row gt_right">3,202</td></tr>
## <tr><td class="gt_row gt_left">Vuole</td>
## <td class="gt_row gt_right">1,524</td></tr>
## <tr><td class="gt_row gt_left">Uusikirkko Vpl</td>
## <td class="gt_row gt_right">1,131</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Vpl</td>
## <td class="gt_row gt_right">785</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Karjala</td>
## <td class="gt_row gt_right">658</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Pohjanmaa</td>
## <td class="gt_row gt_right">557</td></tr>
## <tr><td class="gt_row gt_left">Länsipohja</td>
## <td class="gt_row gt_right">396</td></tr>
## <tr><td class="gt_row gt_left">Kiimaisjärvi</td>
## <td class="gt_row gt_right">363</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Savo</td>
## <td class="gt_row gt_right">350</td></tr>
## <tr><td class="gt_row gt_left">Tveri</td>
## <td class="gt_row gt_right">294</td></tr>
## <tr><td class="gt_row gt_left">Viipuri mlk</td>
## <td class="gt_row gt_right">277</td></tr>
## <tr><td class="gt_row gt_left">Salo</td>
## <td class="gt_row gt_right">198</td></tr>
## <tr><td class="gt_row gt_left">Pieksämäki</td>
## <td class="gt_row gt_right">183</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Ol</td>
## <td class="gt_row gt_right">160</td></tr>
## <tr><td class="gt_row gt_left">Koski Hl</td>
## <td class="gt_row gt_right">134</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Karjala</td>
## <td class="gt_row gt_right">129</td></tr>
## <tr><td class="gt_row gt_left">Uusikirkko Tl</td>
## <td class="gt_row gt_right">116</td></tr>
## <tr><td class="gt_row gt_left">Tulomajärvi</td>
## <td class="gt_row gt_right">115</td></tr>
## <tr><td class="gt_row gt_left">Tornio</td>
## <td class="gt_row gt_right">113</td></tr>
## <tr><td class="gt_row gt_left">Porvoo mlk</td>
## <td class="gt_row gt_right">112</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Ul</td>
## <td class="gt_row gt_right">102</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Savo</td>
## <td class="gt_row gt_right">98</td></tr>
## <tr><td class="gt_row gt_left">Viena</td>
## <td class="gt_row gt_right">98</td></tr>
## <tr><td class="gt_row gt_left">Satakunta</td>
## <td class="gt_row gt_right">83</td></tr>
## <tr><td class="gt_row gt_left">Säräisniemi</td>
## <td class="gt_row gt_right">74</td></tr>
## <tr><td class="gt_row gt_left">Uusikaupunki</td>
## <td class="gt_row gt_right">71</td></tr>
## <tr><td class="gt_row gt_left">Heinola mlk</td>
## <td class="gt_row gt_right">62</td></tr>
## <tr><td class="gt_row gt_left">Häme</td>
## <td class="gt_row gt_right">61</td></tr>
## <tr><td class="gt_row gt_left">Ruija</td>
## <td class="gt_row gt_right">60</td></tr>
## <tr><td class="gt_row gt_left">Jyväskylä mlk</td>
## <td class="gt_row gt_right">52</td></tr>
## <tr><td class="gt_row gt_left">Keski-Inkeri</td>
## <td class="gt_row gt_right">49</td></tr>
## <tr><td class="gt_row gt_left">Hämeenlinna</td>
## <td class="gt_row gt_right">48</td></tr>
## <tr><td class="gt_row gt_left">Kovero</td>
## <td class="gt_row gt_right">47</td></tr>
## <tr><td class="gt_row gt_left">Tuutari=Tuuteri</td>
## <td class="gt_row gt_right">45</td></tr>
## <tr><td class="gt_row gt_left">Laatokan Karjala (Raja-Karjala)</td>
## <td class="gt_row gt_right">44</td></tr>
## <tr><td class="gt_row gt_left">Itä- ja Pohjois-Inkeri</td>
## <td class="gt_row gt_right">42</td></tr>
## <tr><td class="gt_row gt_left">Kainuu</td>
## <td class="gt_row gt_right">38</td></tr>
## <tr><td class="gt_row gt_left">Kuopio mlk</td>
## <td class="gt_row gt_right">35</td></tr>
## <tr><td class="gt_row gt_left">Peräpohjola</td>
## <td class="gt_row gt_right">33</td></tr>
## <tr><td class="gt_row gt_left">Varkaus</td>
## <td class="gt_row gt_right">30</td></tr>
## <tr><td class="gt_row gt_left">Kajaani mlk</td>
## <td class="gt_row gt_right">30</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Pohjanmaa</td>
## <td class="gt_row gt_right">27</td></tr>
## <tr><td class="gt_row gt_left">Keminmaa</td>
## <td class="gt_row gt_right">26</td></tr>
## <tr><td class="gt_row gt_left">Varsinais-Suomi</td>
## <td class="gt_row gt_right">24</td></tr>
## <tr><td class="gt_row gt_left">Mänttä</td>
## <td class="gt_row gt_right">22</td></tr>
## <tr><td class="gt_row gt_left">Novgorodin alue</td>
## <td class="gt_row gt_right">22</td></tr>
## <tr><td class="gt_row gt_left">Kotka</td>
## <td class="gt_row gt_right">20</td></tr>
## <tr><td class="gt_row gt_left">Mikkeli mlk</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Karjala Tl</td>
## <td class="gt_row gt_right">16</td></tr>
## <tr><td class="gt_row gt_left">Alajärvi</td>
## <td class="gt_row gt_right">16</td></tr>
## <tr><td class="gt_row gt_left">Kimito</td>
## <td class="gt_row gt_right">15</td></tr>
## <tr><td class="gt_row gt_left">Prunkkala</td>
## <td class="gt_row gt_right">14</td></tr>
## <tr><td class="gt_row gt_left">Savonlinna</td>
## <td class="gt_row gt_right">14</td></tr>
## <tr><td class="gt_row gt_left">Sortavala mlk</td>
## <td class="gt_row gt_right">13</td></tr>
## <tr><td class="gt_row gt_left">Revonlahti-Revolax</td>
## <td class="gt_row gt_right">12</td></tr>
## <tr><td class="gt_row gt_left">Alakiiminki</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Taipale (Enontaipale)</td>
## <td class="gt_row gt_right">9</td></tr>
## <tr><td class="gt_row gt_left">Helsingin pit</td>
## <td class="gt_row gt_right">7</td></tr>
## <tr><td class="gt_row gt_left">Sulva-Solf-Solv</td>
## <td class="gt_row gt_right">7</td></tr>
## <tr><td class="gt_row gt_left">Siuntio</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Mustasaari-Korsholm</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Siipyy-Sideby</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Uzmana</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Suma</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Lapväärtti-Lappfjärd</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Vaasa</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Lappeenranta</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Kenjärvi</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Vammala</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Kirkkonummi</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Kokkola-Gamlakarleby</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Kuolajärvi</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Uusimaa</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Iisalmi mlk</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Pietarsaari-Jakobstad</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Jepua-Jeppo</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Kouta</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Länsi-Inkeri</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Uusikaupunki mlk</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Anjalankoski</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Keski-Suomi</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Lieksa</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Raippaluoto-Replot</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Kuhmoniemi</td>
## <td class="gt_row gt_right">1</td></tr>
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##
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## text-indent: 5px;
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##
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## text-indent: 10px;
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##
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##
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##
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## <table class="gt_table">
## <thead class="gt_header">
## <tr>
## <td colspan="2" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Poem locations not mapped in erab</td>
## </tr>
##
## </thead>
## <thead class="gt_col_headings">
## <tr>
## <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col">name</th>
## <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col">n</th>
## </tr>
## </thead>
## <tbody class="gt_table_body">
## <tr><td class="gt_row gt_left">NA</td>
## <td class="gt_row gt_right">2,008</td></tr>
## <tr><td class="gt_row gt_left">välismaa</td>
## <td class="gt_row gt_right">1,822</td></tr>
## <tr><td class="gt_row gt_left">Tartu</td>
## <td class="gt_row gt_right">973</td></tr>
## <tr><td class="gt_row gt_left">Tallinn</td>
## <td class="gt_row gt_right">685</td></tr>
## <tr><td class="gt_row gt_left">Viljandi l.</td>
## <td class="gt_row gt_right">602</td></tr>
## <tr><td class="gt_row gt_left">Pärnu l.</td>
## <td class="gt_row gt_right">598</td></tr>
## <tr><td class="gt_row gt_left">Viljandimaa</td>
## <td class="gt_row gt_right">480</td></tr>
## <tr><td class="gt_row gt_left">Võrumaa</td>
## <td class="gt_row gt_right">452</td></tr>
## <tr><td class="gt_row gt_left">Narva l.</td>
## <td class="gt_row gt_right">422</td></tr>
## <tr><td class="gt_row gt_left">Läänemaa</td>
## <td class="gt_row gt_right">329</td></tr>
## <tr><td class="gt_row gt_left">Rakvere l.</td>
## <td class="gt_row gt_right">304</td></tr>
## <tr><td class="gt_row gt_left">Saaremaa</td>
## <td class="gt_row gt_right">205</td></tr>
## <tr><td class="gt_row gt_left">Valga</td>
## <td class="gt_row gt_right">150</td></tr>
## <tr><td class="gt_row gt_left">Pärnumaa</td>
## <td class="gt_row gt_right">102</td></tr>
## <tr><td class="gt_row gt_left">Paide l.</td>
## <td class="gt_row gt_right">88</td></tr>
## <tr><td class="gt_row gt_left">Haapsalu</td>
## <td class="gt_row gt_right">86</td></tr>
## <tr><td class="gt_row gt_left">Võru l.</td>
## <td class="gt_row gt_right">60</td></tr>
## <tr><td class="gt_row gt_left">Valgamaa</td>
## <td class="gt_row gt_right">58</td></tr>
## <tr><td class="gt_row gt_left">Sõrve</td>
## <td class="gt_row gt_right">40</td></tr>
## <tr><td class="gt_row gt_left">Järvamaa</td>
## <td class="gt_row gt_right">39</td></tr>
## <tr><td class="gt_row gt_left">Virumaa</td>
## <td class="gt_row gt_right">36</td></tr>
## <tr><td class="gt_row gt_left">Tartumaa</td>
## <td class="gt_row gt_right">29</td></tr>
## <tr><td class="gt_row gt_left">Hiiumaa</td>
## <td class="gt_row gt_right">23</td></tr>
## <tr><td class="gt_row gt_left">Harjumaa</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Kuressaare l.</td>
## <td class="gt_row gt_right">3</td></tr>
## </tbody>
##
##
## </table>
## </div>
##
## [[3]]
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## <table class="gt_table">
## <thead class="gt_header">
## <tr>
## <td colspan="2" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Poem locations not mapped in jr</td>
## </tr>
##
## </thead>
## <thead class="gt_col_headings">
## <tr>
## <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col">name</th>
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## <tbody class="gt_table_body">
## <tr><td class="gt_row gt_left">Narvusi</td>
## <td class="gt_row gt_right">1,780</td></tr>
## <tr><td class="gt_row gt_left">NA</td>
## <td class="gt_row gt_right">1,591</td></tr>
## <tr><td class="gt_row gt_left">Peräpohjola</td>
## <td class="gt_row gt_right">809</td></tr>
## <tr><td class="gt_row gt_left">Uusikirkko Vpl</td>
## <td class="gt_row gt_right">803</td></tr>
## <tr><td class="gt_row gt_left">Viena</td>
## <td class="gt_row gt_right">773</td></tr>
## <tr><td class="gt_row gt_left">Itä- ja Pohjois-Inkeri</td>
## <td class="gt_row gt_right">757</td></tr>
## <tr><td class="gt_row gt_left">Hämeenlinna</td>
## <td class="gt_row gt_right">517</td></tr>
## <tr><td class="gt_row gt_left">Keski-Inkeri</td>
## <td class="gt_row gt_right">483</td></tr>
## <tr><td class="gt_row gt_left">Viron Inkeri</td>
## <td class="gt_row gt_right">433</td></tr>
## <tr><td class="gt_row gt_left">Länsi-Inkeri</td>
## <td class="gt_row gt_right">424</td></tr>
## <tr><td class="gt_row gt_left">Sortavala mlk</td>
## <td class="gt_row gt_right">406</td></tr>
## <tr><td class="gt_row gt_left">Uusikaupunki</td>
## <td class="gt_row gt_right">386</td></tr>
## <tr><td class="gt_row gt_left">Tulomajärvi</td>
## <td class="gt_row gt_right">353</td></tr>
## <tr><td class="gt_row gt_left">Keminmaa</td>
## <td class="gt_row gt_right">349</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Pohjanmaa</td>
## <td class="gt_row gt_right">252</td></tr>
## <tr><td class="gt_row gt_left">Savonlinna</td>
## <td class="gt_row gt_right">240</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Vpl</td>
## <td class="gt_row gt_right">215</td></tr>
## <tr><td class="gt_row gt_left">Lahti</td>
## <td class="gt_row gt_right">189</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Ol</td>
## <td class="gt_row gt_right">164</td></tr>
## <tr><td class="gt_row gt_left">Pieksämäki</td>
## <td class="gt_row gt_right">163</td></tr>
## <tr><td class="gt_row gt_left">Säräisniemi</td>
## <td class="gt_row gt_right">159</td></tr>
## <tr><td class="gt_row gt_left">Vuole</td>
## <td class="gt_row gt_right">155</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Pohjanmaa</td>
## <td class="gt_row gt_right">154</td></tr>
## <tr><td class="gt_row gt_left">Mikkeli mlk</td>
## <td class="gt_row gt_right">144</td></tr>
## <tr><td class="gt_row gt_left">Pyhäjärvi Ul</td>
## <td class="gt_row gt_right">143</td></tr>
## <tr><td class="gt_row gt_left">Viipuri mlk</td>
## <td class="gt_row gt_right">123</td></tr>
## <tr><td class="gt_row gt_left">Kuusankoski</td>
## <td class="gt_row gt_right">115</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Karjala</td>
## <td class="gt_row gt_right">112</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Karjala</td>
## <td class="gt_row gt_right">111</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Savo</td>
## <td class="gt_row gt_right">110</td></tr>
## <tr><td class="gt_row gt_left">Tveri</td>
## <td class="gt_row gt_right">110</td></tr>
## <tr><td class="gt_row gt_left">Salo</td>
## <td class="gt_row gt_right">107</td></tr>
## <tr><td class="gt_row gt_left">Riihimäki</td>
## <td class="gt_row gt_right">104</td></tr>
## <tr><td class="gt_row gt_left">Helsingin pit</td>
## <td class="gt_row gt_right">96</td></tr>
## <tr><td class="gt_row gt_left">Mänttä</td>
## <td class="gt_row gt_right">91</td></tr>
## <tr><td class="gt_row gt_left">Kiimaisjärvi</td>
## <td class="gt_row gt_right">85</td></tr>
## <tr><td class="gt_row gt_left">Lapväärtti-Lappfjärd</td>
## <td class="gt_row gt_right">82</td></tr>
## <tr><td class="gt_row gt_left">Kainuu</td>
## <td class="gt_row gt_right">81</td></tr>
## <tr><td class="gt_row gt_left">Kotka</td>
## <td class="gt_row gt_right">76</td></tr>
## <tr><td class="gt_row gt_left">Alajärvi</td>
## <td class="gt_row gt_right">75</td></tr>
## <tr><td class="gt_row gt_left">Toijala</td>
## <td class="gt_row gt_right">70</td></tr>
## <tr><td class="gt_row gt_left">Laatokan Karjala (Raja-Karjala)</td>
## <td class="gt_row gt_right">63</td></tr>
## <tr><td class="gt_row gt_left">Etelä-Savo</td>
## <td class="gt_row gt_right">62</td></tr>
## <tr><td class="gt_row gt_left">Uusikirkko Tl</td>
## <td class="gt_row gt_right">61</td></tr>
## <tr><td class="gt_row gt_left">Lappeenranta</td>
## <td class="gt_row gt_right">59</td></tr>
## <tr><td class="gt_row gt_left">Tornio</td>
## <td class="gt_row gt_right">59</td></tr>
## <tr><td class="gt_row gt_left">Heinola mlk</td>
## <td class="gt_row gt_right">55</td></tr>
## <tr><td class="gt_row gt_left">Tuutari=Tuuteri</td>
## <td class="gt_row gt_right">55</td></tr>
## <tr><td class="gt_row gt_left">Pohjois-Pirkkala</td>
## <td class="gt_row gt_right">47</td></tr>
## <tr><td class="gt_row gt_left">Uusimaa</td>
## <td class="gt_row gt_right">44</td></tr>
## <tr><td class="gt_row gt_left">Kuopio mlk</td>
## <td class="gt_row gt_right">42</td></tr>
## <tr><td class="gt_row gt_left">Karjala Tl</td>
## <td class="gt_row gt_right">35</td></tr>
## <tr><td class="gt_row gt_left">Varkaus</td>
## <td class="gt_row gt_right">32</td></tr>
## <tr><td class="gt_row gt_left">Ruija</td>
## <td class="gt_row gt_right">31</td></tr>
## <tr><td class="gt_row gt_left">Kajaani mlk</td>
## <td class="gt_row gt_right">30</td></tr>
## <tr><td class="gt_row gt_left">Porvoo mlk</td>
## <td class="gt_row gt_right">22</td></tr>
## <tr><td class="gt_row gt_left">Storfjord</td>
## <td class="gt_row gt_right">20</td></tr>
## <tr><td class="gt_row gt_left">Parainen</td>
## <td class="gt_row gt_right">18</td></tr>
## <tr><td class="gt_row gt_left">Lappi Tl</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Jyväskylä mlk</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Vaasa</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Vaala</td>
## <td class="gt_row gt_right">17</td></tr>
## <tr><td class="gt_row gt_left">Karkkila</td>
## <td class="gt_row gt_right">16</td></tr>
## <tr><td class="gt_row gt_left">Kouvola</td>
## <td class="gt_row gt_right">16</td></tr>
## <tr><td class="gt_row gt_left">Rovaniemi mlk</td>
## <td class="gt_row gt_right">16</td></tr>
## <tr><td class="gt_row gt_left">Kerava</td>
## <td class="gt_row gt_right">15</td></tr>
## <tr><td class="gt_row gt_left">Valkeakoski</td>
## <td class="gt_row gt_right">15</td></tr>
## <tr><td class="gt_row gt_left">Lieksa</td>
## <td class="gt_row gt_right">15</td></tr>
## <tr><td class="gt_row gt_left">Kuusisto</td>
## <td class="gt_row gt_right">13</td></tr>
## <tr><td class="gt_row gt_left">Muoslompolo</td>
## <td class="gt_row gt_right">13</td></tr>
## <tr><td class="gt_row gt_left">Uusikaupunki mlk</td>
## <td class="gt_row gt_right">12</td></tr>
## <tr><td class="gt_row gt_left">Hongonjoki</td>
## <td class="gt_row gt_right">12</td></tr>
## <tr><td class="gt_row gt_left">Satakunta</td>
## <td class="gt_row gt_right">12</td></tr>
## <tr><td class="gt_row gt_left">Novgorodin alue</td>
## <td class="gt_row gt_right">12</td></tr>
## <tr><td class="gt_row gt_left">Kemiö</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Salo</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Pieksämäki mlk</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Iisalmi mlk</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Pielisensuu</td>
## <td class="gt_row gt_right">11</td></tr>
## <tr><td class="gt_row gt_left">Särkisalo</td>
## <td class="gt_row gt_right">10</td></tr>
## <tr><td class="gt_row gt_left">Hamina</td>
## <td class="gt_row gt_right">10</td></tr>
## <tr><td class="gt_row gt_left">Kokkola-Gamlakarleby</td>
## <td class="gt_row gt_right">10</td></tr>
## <tr><td class="gt_row gt_left">Kristiinankaupunki-Kristinestad</td>
## <td class="gt_row gt_right">10</td></tr>
## <tr><td class="gt_row gt_left">Revonlahti-Revolax</td>
## <td class="gt_row gt_right">10</td></tr>
## <tr><td class="gt_row gt_left">Nauvo</td>
## <td class="gt_row gt_right">9</td></tr>
## <tr><td class="gt_row gt_left">Junosuando</td>
## <td class="gt_row gt_right">9</td></tr>
## <tr><td class="gt_row gt_left">Karesuando</td>
## <td class="gt_row gt_right">9</td></tr>
## <tr><td class="gt_row gt_left">Jämsänkoski</td>
## <td class="gt_row gt_right">8</td></tr>
## <tr><td class="gt_row gt_left">Koski Hl</td>
## <td class="gt_row gt_right">8</td></tr>
## <tr><td class="gt_row gt_left">Äänislinna</td>
## <td class="gt_row gt_right">8</td></tr>
## <tr><td class="gt_row gt_left">Kuhmoniemi</td>
## <td class="gt_row gt_right">7</td></tr>
## <tr><td class="gt_row gt_left">Muurmanni</td>
## <td class="gt_row gt_right">7</td></tr>
## <tr><td class="gt_row gt_left">Häme</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Suolahti</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Taipale</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Mustasaari-Korsholm</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Länsipohja</td>
## <td class="gt_row gt_right">6</td></tr>
## <tr><td class="gt_row gt_left">Rauma mlk</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Kuolajärvi</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Kistrand</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Moseija</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Kenjärvi</td>
## <td class="gt_row gt_right">5</td></tr>
## <tr><td class="gt_row gt_left">Imatra</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Uusikaarlepyy-Nykarleby</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Siipyy-Sideby</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Yliveteli</td>
## <td class="gt_row gt_right">4</td></tr>
## <tr><td class="gt_row gt_left">Lauritsala</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Ruukki</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Koutokeino</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Riipuskala</td>
## <td class="gt_row gt_right">3</td></tr>
## <tr><td class="gt_row gt_left">Varsinais-Suomi</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Vammala</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Järvenpää</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Tiudia</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Jaama</td>
## <td class="gt_row gt_right">2</td></tr>
## <tr><td class="gt_row gt_left">Prunkkala</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Ikaalinen mlk</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Myllykoski</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Kirkkonummi</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Loviisa</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Sipoo</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Nurmes mlk</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Petolahti-Petalax</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Oulu mlk</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Nordkapp</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Maasöy</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Muodoslompolo</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Pietari=Leningrad</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Siestarjoki</td>
## <td class="gt_row gt_right">1</td></tr>
## <tr><td class="gt_row gt_left">Ahvenanmaa</td>
## <td class="gt_row gt_right">1</td></tr>
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##
##
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## </tr>
## </thead>
## <tbody class="gt_table_body">
## <tr><td class="gt_row gt_left">NA</td>
## <td class="gt_row gt_right">727</td></tr>
## </tbody>
##
##
## </table>
## </div>
d <- poems %>%
left_join(p_year %>% mutate(year=if_else(year %in% c(0L,9999L),NA,year))) %>%
collect() %>%
mutate(year_ntile=ntile(year,11)) %>%
group_by(year_ntile) %>%
mutate(years=str_c(min(year),"-",max(year))) %>%
ungroup() %>%
left_join(p_loc %>% collect()) %>%
count(years,loc_id) %>%
ungroup() %>%
left_join(locations %>% select(loc_id,name) %>% collect())
polygons %>%
left_join(d %>% complete(name,years)) %>%
tm_shape() +
tm_polygons(col='n', id='name', style='fisher', palette='plasma') +
tm_layout(main.title="Geographical overviews by time",legend.outside.size=0.1) +
tm_facets(by="years",ncol=4)
